1.Establishment and evaluation of nomogram for differential diagnosis of systemic lupus erythematosus based on laboratory indications
Jingyu YANG ; Liubao CHEN ; Kangtai WANG ; Xingzhi YANG ; Haitao YU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(2):204-211
Objective·To establish a nomogram for the differential diagnosis of early systemic lupus erythematosus(SLE)and other autoimmune diseases based on laboratory indications,and to evaluate its efficacy.Methods·A total of 535 SLE patients admitted to the First Hospital of Lanzhou University from January 2017 to December 2021 were selected as SLE group,and 535 patients with other autoimmune diseases during the same period were selected as control group.Basic information and laboratory test indicators of the SLE group and control group were collected and compared.The SLE group and control group were randomly assigned to the training set and the validation set at a ratio of 7∶3,respectively.LASSO regression method and multivariate Logistic regression were used to select the main risk factors of SLE.The nomogram for differential diagnosis of early SLE(SLE nomogram)was established according to the selected main risk factors.Bootstrap method was used to conduct internal repeated sampling for 1 000 times to calibrate the nomogram.The receiver operator characteristic curve(ROC curve)and decision curve analysis(DCA)were performed to evaluate the differential diagnosis ability and the value in clinical application of SLE nomogram,respectively.The"DynNom"package of R language was used to convert the nomogram into an electronic calculator,and its consistency with SLE nomogram was verified by data from 3 groups of patients.Results·LASSO regression and multivariate Logistic regression identified six major risk factors for SLE,including antinuclear antibody(ANA),anti-double-stranded DNA(anti-dsDNA)antibody,anti-ribonucleoprotein antibody/anti-Simth antibody(anti-nRNP/Sm),anti-ribosomal P protein(anti-P)antibody,anti-nucleosome antibody(ANuA)and urinary protein(PRO),which were used to construct the SLE nomogram.The calibration curve of the SLE nomogram had standard errors of 0.009 and 0.015 in the training set and validation set,respectively,and its area under the curve(AUC)was 0.889 and 0.869,respectively.The results of DCA showed that when the risk threshold of SLE nomogram was 0.15?0.95,the model achieved more net benefit.The prediction results of the electronic calculator showed that when ANA(titer 1∶100)was positive in SLE patient No.1,the prevalence was 0.166;when both ANA(titer 1∶100)and ANuA(titer 1∶100)were positive in patient No.2,the prevalence was 0.676;when all of PRO,ANA(titer 1∶100),ANuA(titer 1∶100)and anti-P antibody(titer 1∶100)were positive in patient No.3,the prevalence was 0.990,which was consistent with the differential diagnosis results of the SLE nomogram.Conclusion·The established SLE nomogram based on ANA,anti-dsDNA antibody,anti-nRNP/Sm,anti-P antibody,ANuA and PRO and its conversion into an electronic calculator can effectively distinguish early SLE from other autoimmune diseases,and have important clinical application value.
2.Construction and Validation of A Prediction Model for Pulmonary Nodule Nature Based on Clinicopathological Features,Imaging and Serum Biomarkers
Rui YUAN ; Taoli WANG ; Wenhui YU ; Shunan ZHANG ; Shenghua LUO ; Yunlei LI ; Xiangrong WANG ; Jiachuan WANG ; Haitao GUO
Journal of Modern Laboratory Medicine 2024;39(1):146-151,157
Objective The study aimed to construct and validate a predictive model for pulmonary nodules(PN)nature based on clinicopa-thological features,imaging,and serum biomarkers,so as to provide scientificdecision-making for early diagnosis and treatment of lung cancer.Methods A retrospective was performed on 816 PN patients with definited pathological diagnosis who received surgical resection analysisor lung biopsy in the Department of Thoracic Surgery and Oncology of Shenzhen Traditional Chinese Medicine Hospital from January 2019 to February 2023.Among them,113 cases that did not meet the inclusion criteria were excluded,and the remaining 703 cases were included in the study.The study based on the clinicopathologic features(age,gender,smoking history,smoking cessation history and family history of cancer),chest imaging(maximum diameter of nodule,location of lesion,clear border,Lobulation,spiculation,vascular convergence sign,vacuole,calcification,air bronchial sign,emphysema,nodule type and pleural indentation,nodule number)and serum carcinoembryonic antigen(CEA),cytokeratin 19 fragment(CYFRA21-1),squamous cell carcinoma antigen(SCCA)in patients with PN.These cases were randomly divided into a modeling group(n=552,237 benign,315 malignant)and a validation group(n=151,85 benign,66 malignant).First,univariate analysis was performed to screen for statistically significant predictors of nodules nature.Then,multivariate regression analysis was performed to screen for independent predictors of nodules nature.Finally,the prediction model of PN nature was constructed by logistic regression analysis.Subsequently,the validation group data were entered into the proposed model and Mayo clinic(Mayo)model,veterans affairs(VA)model,Brock University(Brock)model,Peking University(PKU)model and Guangzhou Medical University(GZMU)model,respectively.PN malignancy probability was calculated.The receiver operating characteristic(ROC)curves were plotted.The diagnostic efficiency of each model was compared according to the area under the curve(AUC).Results There were statistically significant variables including age,family history of cancer,maximum nodule diameter,nodule type,upper lobe of lung,calcification,vascular convergence sign,lobulation,clear border,spiculation,and serum CEA,SCCA,CYFRA21-1 using univariate analysis.Multiple regression analysis showed that age,CEA,clear border,CYFRA21-1,SCCA,upper lobe of lung,maximum nodule diameter,family history of cancer,spiculation and nodule type were independent predictors of PN nature.The prediction model equation constructed in this study is as follows:f(x)= ex/(1+ex),X=(-6.318 8+0.020 8×Age+0.527 4×CEA-0.928 4×clear border+0.294 6×Cyfra21-1+0.294×maximum nodule diameter+1.220 1×family history of cancer +0.573 2×upper lobe of lung +0.064 8×SCCA +1.461 5×Spiculation +1.497 6×nodule type).The AUC(0.799 vs 0.659,0.650)of the proposed model was significantly higher compared with Mayo model and VA model,and there were statistically significant differences(Z=3.029,2.638,P=0.003,0.008).However,compared with Brock model,PKU model and GZMU model,the differences of AUC(0.799 vs 0.762,0.773,0.769)were not statistically significant(Z=1.063,0.686,0.757,P=0.288,0.493,0.449).Conclusion The prediction model for PN nature established in this study is accurate and reliable,which can help clinics with early diagnosis and early intervention,and this prediction model deserves to be popularized.
3.In vivo distribution of Cornus cervi Colla and tracer kinetic analysis of its components that enter the blood and bone
Yanan HU ; Haitao DU ; Yang YU ; Limin DONG ; Tianyuan JING ; Wu YIN ; Ping WANG
Chinese Journal of Tissue Engineering Research 2024;28(28):4441-4446
BACKGROUND:Our previous studies found that the polypeptide of Cornus cervi Colla can promote bone growth,which has a good application prospect in the treatment of bone diseases.However,how Cornus cervi Colla works in the body and the principle are not clear. OBJECTIVE:To study the in vivo distribution and tracing of Cornus cervi Colla using fluorescence labeling and tracer technique. METHODS:Cornus cervi Colla was fluorescently labeled using fluorescein isothiocyanate,and the labeling results were detected by fluorescence imaging and UV spectral scanning.Successfully labeled Cornus cervi Colla was injected into mice by gavage,and the absorption of Cornus cervi Colla into blood was detected by laser confocal microscopy,and the distribution of Cornus cervi Colla in mice was detected by small animal in vivo imager.The distribution of Cornus cervi Colla in the mice was detected by laser confocal microscopy.Samples were taken from serum and bone at the time of the strongest fluorescence,and gel electrophoresis was carried out on serum and bone tissue protein solutions,and the components of Cornus cervi Colla absorbed into target organs were determined by secondary mass spectrometry. RESULTS AND CONCLUSION:The fluorescent markers were successfully separated by dextran gel chromatography,and the fluorescence imaging and ultraviolet spectrum scanning proved that the labeling was successful,and the fluorescence substitution degree of FITC-labeled Cornus cervi Colla was 0.953%.The fluorescence intensity of the components of Cornus cervi Colla in the blood showed that Cornus cervi Colla was most distributed in serum after oral administration for 2 hours.The fluorescence images of mice at different times were the same as those of bilateral femur and tibia,indicating that Cornus cervi Colla could play a role by entering the bone.Compared with UniProt database,secondary mass spectrometry showed that the peptide was a characteristic fragment of decorin.It is proved that decorin in Cornus cervi Colla can enter the bone to play a therapeutic role.
4.High risk factors in images for infiltrating lung adenocarcinoma manifesting as peripheral ground-glass nodules
Jiangjiang LIU ; Xiaojun YU ; Haitao HUANG ; Shaomu CHEN ; Liangbin PAN ; Yu FENG ; Ke CHEN ; Guocai MAO ; Haitao MA
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):85-91
Objective To explore the correlation between the imaging features of peripheral ground-glass pulmonary nodules and the invasion degree of lung adenocarcinoma, and the high risk factors for infiltrating lung adenocarcinoma under thin-slice CT, which provides some reference for clinicians to plan the surgical methods of pulmonary nodules before operation and to better communicate with patients, and assists in building a clinical predictive model for invasive adenocarcinoma. Methods Clinical data of the patients with peripheral ground-glass pulmonary nodules (diameter≤3 cm) in thin-slice chest CT in the First Affiliated Hospital of Soochow University from January 2019 to January 2020 were continuously collected. All patients underwent thin-slice CT scan and thoracoscopic surgery in our center. According to the pathological examination results, they were divided into two groups: an adenocarcinoma lesions before infiltration group, and an invasive lung adenocarcinoma group. The thin-slice CT imaging parameters of pulmonary nodules were collected. The nodular diameter, mean CT value, consolidation tumor ratio (CTR), nodular shape, vacuolar sign, bronchial air sign, lobulation sign, burr sign, lesion boundary, pleural depression sign, vascular cluster sign and other clinical data were collected. Univariate and multivariate analyses were conducted to analyze the independent risk factors for the infiltrating lung adenocarcinoma, and to analyze the threshold value and efficacy of each factor for the identification of infiltrating lung adenocarcinoma. Results Finally 190 patients were enrolled. There were 110 patients in the adenocarcinoma lesions before infiltration group, including 21 males and 89 females with a mean age of 53.57±10.90 years, and 80 patients in the invasive lung adenocarcinoma group, including 31 males and 49 females with a mean age of 56.45±11.30 years. There was a statistical difference in the mean CT value, nodular diameter, CTR, gender, smoking, nodular type, nodular shape, vacuolar sign, lobulation sign, burr sign, lesion boundary, pleural depression sign, vascular cluster sign between the two groups (P<0.05). However, there was no statistical difference between the two groups in age (P=0.081), lesion site (P=0.675), and bronchial air sign (P=0.051). Multiple logistic regression analysis showed that nodular diameter, mean CT value, CTR and lobulation sign were independent risk factors for differentiating preinvasive adenocarcinoma from invasive adenocarcinoma. At the same time, the threshold value was calculated by Youden index, indicating that the CTR was 0.45, the nodal diameter was 10.5 mm and the mean CT value was –452 Hu. Conclusion In the peripheral ground-glass pulmonary nodules, according to the patient's CT imaging features, such as mixed ground-glass nodules, irregular shapes, vacuoles, short burrs, clear boundaries, pleural indentations, and vascular clusters, have a certain reference value in the discrimination of the invasion degree of ground-glass pulmonary nodules. At the same time, it is found in this research that peripheral ground-glass pulmonary nodules with diameter greater than 10.5 mm, CT value greater than –452 Hu, CTR greater than 0.45 and lobulation sign are more likely to be infiltrating lung adenocarcinoma.
5.Effect of mesenchymal stem cells combined with immunosuppressants on immune rejection in a rat model of liver transplantation
Haitao LI ; Saihua YU ; Lihong CHEN ; Zisen LAI ; Haiyan LIU ; Hongzhi LIU ; Conglong SHEN
Journal of Clinical Hepatology 2024;40(6):1209-1214
Objective To investigate the effect of mesenchymal stem cells(MSCs)combined with immunosuppressants(IS)on immune rejection in a rat model of liver transplantation.Methods F344 rats were divided into Normal group(without any intervention),PS group(injected with an equal volume of normal saline),MSC group(injected with MSC),IS group(injected with IS),and MSC+IS group(injected with MSC and IS),with 8 rats in each group.For all rats except those in the Normal group,the Kamada's double-cuff method was used to establish a model of orthotopic liver transplantation,without reconstruction of the hepatic artery.HE staining and Masson staining were performed for rat liver tissue,and the degree of liver fibrosis was analyzed;immunohistochemical experiments were used to measure the infiltration of T cells and NK cells,and immunofluorescence assay was used to analyze macrophage M2 polarization.A one-way analysis of variance was used for comparison of continuous data between multiple groups,and the least significant difference t-test was used for further comparison between two groups.The Kaplan-Meier method was used to plot survival curves,and the log-rank test was used for survival analysis.Results Compared with the PS group,the MSC+IS group had a significantly prolonged survival time(P<0.01),and the MSC group,the IS group,and the MSC+IS group had a significant improvement in the histological structure of the liver and a significant reduction in the degree of liver fibrosis(all P<0.000 1),as well as a significant reduction in the infiltration of NK and T cells(all P<0.000 1)and a significant increase in the degree of macrophage M2 polarization(all P<0.000 1).The MSC+IS group had a significantly better effect than the MSC group and the IS group.Conclusion MSCs combined with IS can improve liver histopathology,reduce inflammatory cell infiltration,promote macrophage M2 polarization,and exert an immunosuppressive effect in rats after liver transplantation.
6.Effects of Hepatitis B Virus with Different Viral Loads at Dfferent ALT Levels on Proliferation,Cell Cycle and Cell Secretion of Hepatic Stellate Cells
Peng GAO ; Caizhou LIU ; Longdong ZHU ; Junfeng LI ; Haitao YU ; Liqiong YAO
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(6):1006-1016
[Objective]People infected with Hepatitis B are often divided into hepatitis B carriers and hepatitis B patients based on whether ALT is normal or not,and ALT ≥ 2UNL is one of the indications for clinical antiviral treatment,but no sufficient evidence to justify this. In order to explore the theoretical basis,the paper investigated the effects of hepatitis B virus(HBV) on hepatic stellate cells(HSCs).[Methods]A total of 132 chronic hepatitis B patients with different viral loads and ALT levels were randomly selected as the study subjects. Of these patients,those with ALT≥2UNL were treated with antiviral therapy and followed up for 24 weeks. The effects of HBV on HSCs before and after the treatment were compared and analyzed. HSCs proliferation was detected by MTT method,HSCs cell cycle by flow cytometry,and expression of TGF-β1,Smad3,Smad7,α-SMA,collagen Ⅰ,collgen Ⅲ mRNAs and corresponding proteins by RT-PCR and Western blotting,respectively.[Results]At the normal ALT level,HBV with different viral loads had no significant effect on the proliferation,cell cycle and cell secretion of the HSCs. At the abnormal ALT level,especially when ALT ≥ 2UNL,with the increase of virus loads,HSCs proliferation accelerated;cells in the G0/G1 phase decreased significantly and cells in the S and G2/M phases increased significantly;the expression of TGF-β1,Smad3,α-SMA,collagen Ⅰ,collgen Ⅲ mRNAs and corresponding proteins increased significantly,but Smad7 mRNA and protein expression decreased significantly,the differences were statistically significant. HBV showed a significantly lower effect on HSCs after the antiviral therapy than before.[Conclusions]This paper reveals the differential effects of HBV on HSCs at different ALT levels and presents a comparative analysis of the effects before and after the antiviral therapy,which provides a theroretical basis for identifying the ALT level as an indication for HBV antiviral therapy.
7.Investigation and analysis of external exposure levels of radiation workers in selected veterinary clinics in China, 2022
Shuxia HAO ; Haitao YU ; Mengxue LI ; Shengnan FAN ; Tuo WANG ; Jingguo ZHANG ; Jun DENG
Chinese Journal of Radiological Health 2024;33(6):649-653
Objective With the increase in pet-owning households in China, veterinary clinics have increased at an annual rate of 19.86%. However, the management blind area that may exist in multi-department supervision has led to a significantly worse working environment of radiation workers in veterinary clinics than that of medical institutions. The purpose of this study was to understand the levels of occupational external exposure of radiation workers in veterinary clinics in China, analyze the occupational risks faced by radiation workers in veterinary clinics, contribute to the protection of the occupational health of radiation workers, and provide data and scientific basis for the formulation of national relevant regulations and standards. Methods The individual dose monitoring data of radiation workers in selected veterinary clinics in 2022 were obtained from the National Individual Dose Registration System. Results This study involved 1868 radiation workers from
8.Prevalence of hypertension, blood pressure control and influencing factors in residents aged 35-75 years in Jiangsu Province
Haitao BI ; Jian SU ; Lulu CHEN ; Lan CUI ; Ran TAO ; Jinyi ZHOU ; Yu QIN
Chinese Journal of Epidemiology 2024;45(7):947-954
Objective:To understand the prevalence, blood pressure control, and influencing factors of hypertension in residents aged 35-75 years in Jiangsu Province, and provide data support and basis for hypertension prevention and treatment.Methods:A stratified cluster sampling method was adopted to conduct community population surveys in 22 districts and counties in 12 prefectures in Jiangsu from 2021 to 2022. A total of 123 531 permanent residents aged 35-75 years were included in the study. The questionnaire survey collected the information about the demographic characteristics, disease history, lifestyle, and control of hypertension of study subjects. Statistical software SPSS 23.0 was used for χ2 test and multivariate logistic regression analysis, and Joinpoint 4.9.1.0 software was used to evaluate the trend of age change. Results:The standardized prevalence of hypertension in study subjects was 46.60%, the prevalence was higher in men than in women, and in rural residents than in urban residents, and the standardized blood pressure control rate was 11.24%, and it was lower in men than in women and in rural residents than in urban residents. The hypertension prevalence and control rates showed increasing trends with age (both P<0.001). The multivariate analysis results showed that being man, older age, being rural resident, higher frequency of alcohol consumption, marital status of being separated and widowed, overweight and obese, abdominal obesity and stroke, diabetes mellitus and dyslipidaemic diseases histories, and family history of hypertension were risk factors for hypertension, and being man, being rural resident, living north area, higher frequency of alcohol consumption, and obesity were risk factors for blood pressure control. Conclusions:The prevalence of hypertension in residents aged 35-75 years in Jiangsu was high, and the rate of blood pressure control was low. It is suggested to take integrated intervention measures, especially in in rural residents and people with low levels of education to reduce the disease burden of the patients.
9.Experts consensus on standard items of the cohort construction and quality control of temporomandibular joint diseases (2024)
Min HU ; Chi YANG ; Huawei LIU ; Haixia LU ; Chen YAO ; Qiufei XIE ; Yongjin CHEN ; Kaiyuan FU ; Bing FANG ; Songsong ZHU ; Qing ZHOU ; Zhiye CHEN ; Yaomin ZHU ; Qingbin ZHANG ; Ying YAN ; Xing LONG ; Zhiyong LI ; Yehua GAN ; Shibin YU ; Yuxing BAI ; Yi ZHANG ; Yanyi WANG ; Jie LEI ; Yong CHENG ; Changkui LIU ; Ye CAO ; Dongmei HE ; Ning WEN ; Shanyong ZHANG ; Minjie CHEN ; Guoliang JIAO ; Xinhua LIU ; Hua JIANG ; Yang HE ; Pei SHEN ; Haitao HUANG ; Yongfeng LI ; Jisi ZHENG ; Jing GUO ; Lisheng ZHAO ; Laiqing XU
Chinese Journal of Stomatology 2024;59(10):977-987
Temporomandibular joint (TMJ) diseases are common clinical conditions. The number of patients with TMJ diseases is large, and the etiology, epidemiology, disease spectrum, and treatment of the disease remain controversial and unknown. To understand and master the current situation of the occurrence, development and prevention of TMJ diseases, as well as to identify the patterns in etiology, incidence, drug sensitivity, and prognosis is crucial for alleviating patients′suffering.This will facilitate in-depth medical research, effective disease prevention measures, and the formulation of corresponding health policies. Cohort construction and research has an irreplaceable role in precise disease prevention and significant improvement in diagnosis and treatment levels. Large-scale cohort studies are needed to explore the relationship between potential risk factors and outcomes of TMJ diseases, and to observe disease prognoses through long-term follw-ups. The consensus aims to establish a standard conceptual frame work for a cohort study on patients with TMJ disease while providing ideas for cohort data standards to this condition. TMJ disease cohort data consists of both common data standards applicable to all specific disease cohorts as well as disease-specific data standards. Common data were available for each specific disease cohort. By integrating different cohort research resources, standard problems or study variables can be unified. Long-term follow-up can be performed using consistent definitions and criteria across different projects for better core data collection. It is hoped that this consensus will be facilitate the development cohort studies of TMJ diseases.
10.Long-term effect of deep brain stimulation on gait flexibility and stability in patients with Parkinson's disease
Shuang ZHENG ; Siquan LIANG ; Yang YU ; Jingchao WU ; Haitao LI ; Yuanyuan CHENG ; Jialing WU
Chinese Journal of Neuromedicine 2024;23(7):676-683
Objective:To explore the changes of gait flexibility and stability in patients with Parkinson's disease (PD) 2 years after deep brain stimulation (DBS).Methods:Twenty PD patients accepted DBS in Department of Neurosurgery, Tianjin Huanhu Hospital from October 2019 to November 2021 were enrolled. Motor symptoms were evaluated by Movement Disorder Society-unified Parkinson's disease rating scale III (MDS-UPDRS-III) at preoperative medication-off state, postoperative medication-off state, and postoperative medication-on state. Mini-mental state examination (MMSE) and Montreal cognitive assessment (MoCA) were used to assess the cognition and 39-item Parkinson's disease questionnaire (PDQ-39) was used to evaluate the quality of life at preoperative medication-on state and postoperative medication-on state. A three-dimensional gait analyzer was used to record the gait parameters during Instrumented Stand and Walk test (ISAW) at preoperative medication-off state, postoperative medication-off state, and postoperative medication-on state. Differences in motor symptom scores, cognitive scores, quality of life scores, as well as changes in gait flexibility and stability were compared before and after DBS.Results:(1) The MDS-UPDRS-Ⅲ scores at preoperative medication-off state, postoperative medication-off state, and postoperative medication-on state ([45.30±12.57], [24.95±10.74], [15.80±7.19]) were decreased successively, with significant differences ( P<0.05).(2) Compared with those before surgery, PD patients had significantly lower levodopa equivalent daily dose (LEDD), total scores of PDQ-39, and scores of question 9 "degree of concern about falling" in PDQ-39 at 2 years after DBS ([711.84±343.99] mg/d vs. [549.30±301.08] mg/d, 47.00[30.00, 64.00] vs. 13.50[7.75, 27.00], 2.00[0.00, 3.00] vs. 0.00[0.00, 1.75], P<0.05). (3) Compared with that at preoperative medication-off state, the arm swing velocity at postoperative medication-on state statistically increased in PD patients ( P<0.05); compared with those at preoperative medication-off state, the arm swing range and turning speed at postoperative medication-off and medication-on states significantly increased in PD patients ( P<0.05); compared with that at preoperative medication-off state, the turning duration at postoperative medication-off state statistically decreased in PD patients ( P<0.05). Compared with that at preoperative medication-off state, the range of motion of the trunk in the horizontal plane at postoperative medication-off and medication-on states increased significantly in PD patients ( P<0.05); compared with that at preoperative medication-off state, the range of motion in the sagittal plane of the lumbar, coronal plane of the trunk, and sagittal plane of the trunk all increased significantly in PD patients at postoperative medication-on state ( P<0.05); the mean velocity and root mean square acceleration at postoperative medication-on state increased significantly in PD patients compared with that at preoperative medication-off state ( P<0.05); conversely, the swing frequency at postoperative medication-off state decreased significantly in PD patients compared with that at preoperative medication-off state ( P<0.05). Conclusion:Two years after DBS, PD patients exhibit obviously improved gait, with enhanced flexibility, and dynamic and static stability.